The Role Abridge sits at the point of care and captures structured clinical data from every patient-clinician conversation in real-time: diagnoses, procedures, clinical history, treatment plans, and medical necessity narratives. This positions us uniquely to expand beyond clinical documentation into revenue cycle workflows where clinical data drives reimbursement.

It's added a ton of value to companies or efficiencies. But AI and healthcare is one of those areas that feels like it's ripe for disruption because AI can bring a lot of certain technologies or speed up the patient servicing process or quality of healthcare that they receive. And so I'm curious as a firm, like what's your outlook on that, on healthcare and like what type of thesis or theses are you kind of guys underwriting or kind of betting on? Yeah, we think it's an extraordinarily exciting time. And we have an opportunity again to take an analog industry and to bring it to the future. And AI is an accelerant in all of those efforts. And so what are some of the ways we're doing that? I think scribing has fundamentally changed the game for providers. It used to be that our providers were spending 20 to 30% of their time note-taking during appointments or after hours. It's a big cause of burnout, dissatisfaction, and it leads to a poor patient experience. How many of us have been to the doctor's office where their back has turned to us, they're looking at a computer, they're taking notes. With AI scribing tools, they don't need to do any of that. They can focus on operating at the top of their license, spending time with the patient, spending more time in those visits, and ultimately they're getting that 20 to 30% of the administrative time they used to spend back. And that's really powerful. There are other use cases, like in our revenue cycle and billing operations. Billing in healthcare is complex. It's a labor intensive. It's fraught with mistakes. And by using technology to bill more efficiently and more correctly, we can reduce fraud, waste, and abuse. We can reduce patient dissatisfaction when they get a call from their insurance company denying claims. And so everything from the patient experience during a visit to the back-end revenue cycle collections to the way you can get an instant response to a question through a patient-facing app. All of those are exciting ways to tech enable these businesses and, again, make it just so much of a better experience for folks like you and me. I guess some of the technologies that have been selling into healthcare and into that industry can quickly become outdated themselves as well, right? Like you kind of have these legacy systems inside hospitals or inside healthcare providers,